ANSE and the engineering chain around generated code

Why it surfaced

Its central thesis is unusually crisp: “The model is not the engineering. The chain of artefacts around it is.” The site turns that idea into a concrete sequence—conversation transcript, requirement set, reconstructed architecture, engineering contract, tests, changeset, and execution telemetry—while documenting a Business Finland programme, university partners, demonstrators, and a substantial research-output list.

ANSE is a Finnish research programme exploring how software engineering should work when language models generate the code.